EDA Report

Dataset statistics

Number of variables	16
Number of observations	48906
Missing cells	20141
Missing cells (%)	2.6%
Duplicate rows	11
Duplicate rows (%)	< 0.1%
Total size in memory	23.5 MiB
Average record size in memory	504.1 B

Variable types

Numeric	10
Text	3
Categorical	2
DateTime	1

Alerts

Dataset has 11 (< 0.1%) duplicate rows	Duplicates
`host_id` is highly overall correlated with `id`	High correlation
`id` is highly overall correlated with `host_id`	High correlation
`latitude` is highly overall correlated with `neighbourhood_group`	High correlation
`longitude` is highly overall correlated with `neighbourhood_group`	High correlation
`neighbourhood_group` is highly overall correlated with `latitude` and 1 other fields	High correlation
`number_of_reviews` is highly overall correlated with `reviews_per_month`	High correlation
`reviews_per_month` is highly overall correlated with `number_of_reviews`	High correlation
`last_review` has 10052 (20.6%) missing values	Missing
`reviews_per_month` has 10052 (20.6%) missing values	Missing
`minimum_nights` is highly skewed (γ1 = 21.81741566)	Skewed
`number_of_reviews` has 10052 (20.6%) zeros	Zeros
`availability_365` has 17536 (35.9%) zeros	Zeros

Reproduction

Analysis started	2026-02-09 15:31:05.798000
Analysis finished	2026-02-09 15:31:24.483854
Duration	18.69 seconds
Software version	ydata-profiling vv4.18.1
Download configuration	config.json

id
Real number (ℝ)

High correlation

Distinct	48895
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19012867

Minimum	2539
Maximum	36487245
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	2539
5-th percentile	1214273.8
Q1	9464662.5
median	19675452
Q3	29150848
95-th percentile	35258667
Maximum	36487245
Range	36484706
Interquartile range (IQR)	19686186

Descriptive statistics

Standard deviation	10985573
Coefficient of variation (CV)	0.57779676
Kurtosis	-1.2278603
Mean	19012867
Median Absolute Deviation (MAD)	9908588.5
Skewness	-0.090174411
Sum	9.2984328 × 10¹¹
Variance	1.2068282 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5441	2	< 0.1%
5099	2	< 0.1%
5121	2	< 0.1%
5178	2	< 0.1%
5203	2	< 0.1%
5238	2	< 0.1%
5295	2	< 0.1%
5803	2	< 0.1%
6021	2	< 0.1%
6090	2	< 0.1%
Other values (48885)	48886	> 99.9%

Value	Count	Frequency (%)
2539	1	< 0.1%
2595	1	< 0.1%
3647	1	< 0.1%
3831	1	< 0.1%
5022	1	< 0.1%
5099	2	< 0.1%
5121	2	< 0.1%
5178	2	< 0.1%
5203	2	< 0.1%
5238	2	< 0.1%

Value	Count	Frequency (%)
36487245	1	< 0.1%
36485609	1	< 0.1%
36485431	1	< 0.1%
36485057	1	< 0.1%
36484665	1	< 0.1%
36484363	1	< 0.1%
36484087	1	< 0.1%
36483152	1	< 0.1%
36483010	1	< 0.1%
36482809	1	< 0.1%

name
Text

Distinct	47896
Distinct (%)	98.0%
Missing	16
Missing (%)	< 0.1%
Memory size	4.5 MiB

Length

Max length	179
Median length	78
Mean length	36.902557
Min length	1

Characters and Unicode

Total characters	1804166
Distinct characters	776
Distinct categories	20 ?
Distinct scripts	11 ?
Distinct blocks	17 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	47239 ?
Unique (%)	96.6%

Sample

1st row	Clean & quiet apt home by the park
2nd row	Skylit Midtown Castle
3rd row	THE VILLAGE OF HARLEM....NEW YORK !
4th row	Cozy Entire Floor of Brownstone
5th row	Entire Apt: Spacious Studio/Loft by central park

Value	Count	Frequency (%)
in	16746	5.6%
room	10031	3.4%
	8416	2.8%
bedroom	7602	2.5%
private	7151	2.4%
apartment	6695	2.2%
cozy	4987	1.7%
apt	4619	1.5%
brooklyn	4049	1.4%
studio	3989	1.3%
Other values (12552)	224312	75.1%

Most occurring characters

Value	Count	Frequency (%)
	251389	13.9%
e	124631	6.9%
o	122315	6.8%
t	105265	5.8%
a	103583	5.7%
r	97943	5.4%
i	94645	5.2%
n	94617	5.2%
l	51733	2.9%
m	49119	2.7%
Other values (766)	708926	39.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1206204	66.9%
Uppercase Letter	270587	15.0%
Space Separator	251393	13.9%
Other Punctuation	33852	1.9%
Decimal Number	25326	1.4%
Dash Punctuation	6861	0.4%
Math Symbol	2736	0.2%
Other Letter	2547	0.1%
Close Punctuation	1537	0.1%
Open Punctuation	1395	0.1%
Other values (10)	1728	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
房	82	3.2%
家	46	1.8%
中	44	1.7%
间	41	1.6%
的	38	1.5%
拉	37	1.5%
盛	36	1.4%
法	36	1.4%
大	30	1.2%
约	29	1.1%
Other values (520)	2128	83.5%

Lowercase Letter

Value	Count	Frequency (%)
e	124631	10.3%
o	122315	10.1%
t	105265	8.7%
a	103583	8.6%
r	97943	8.1%
i	94645	7.8%
n	94617	7.8%
l	51733	4.3%
m	49119	4.1%
s	48107	4.0%
Other values (58)	314246	26.1%

Other Symbol

Value	Count	Frequency (%)
★	266	30.3%
❤	168	19.1%
☆	105	11.9%
♥	38	4.3%
⭐	35	4.0%
✨	34	3.9%
❥	25	2.8%
☀	15	1.7%
✿	15	1.7%
✰	14	1.6%
Other values (50)	164	18.7%

Uppercase Letter

Value	Count	Frequency (%)
B	29970	11.1%
S	26473	9.8%
C	20987	7.8%
A	19431	7.2%
R	17939	6.6%
P	14616	5.4%
E	14361	5.3%
L	14060	5.2%
M	11939	4.4%
N	11710	4.3%
Other values (33)	89101	32.9%

Other Punctuation

Value	Count	Frequency (%)
,	9180	27.1%
!	7856	23.2%
/	5230	15.4%
.	4375	12.9%
&	3183	9.4%
'	1075	3.2%
*	1021	3.0%
:	597	1.8%
#	565	1.7%
"	294	0.9%
Other values (11)	476	1.4%

Math Symbol

Value	Count	Frequency (%)
+	1380	50.4%
\|	992	36.3%
~	271	9.9%
=	34	1.2%
>	25	0.9%
<	20	0.7%
￫	6	0.2%
⋆	4	0.1%
√	2	0.1%
⊹	1	< 0.1%

Decimal Number

Value	Count	Frequency (%)
1	8665	34.2%
2	6831	27.0%
3	2560	10.1%
5	2164	8.5%
0	2115	8.4%
4	1307	5.2%
6	569	2.2%
7	450	1.8%
8	399	1.6%
9	266	1.1%

Close Punctuation

Value	Count	Frequency (%)
)	1480	96.3%
]	37	2.4%
}	9	0.6%
】	8	0.5%
》	3	0.2%

Open Punctuation

Value	Count	Frequency (%)
(	1339	96.0%
[	36	2.6%
{	9	0.6%
【	8	0.6%
《	3	0.2%

Dash Punctuation

Value	Count	Frequency (%)
-	6787	98.9%
—	47	0.7%
–	26	0.4%
―	1	< 0.1%

Modifier Letter

Value	Count	Frequency (%)
ﾞ	21	56.8%
ｰ	11	29.7%
ﾟ	5	13.5%

Modifier Symbol

Value	Count	Frequency (%)
^	9	56.2%
`	4	25.0%
´	3	18.8%

Space Separator

Value	Count	Frequency (%)
	251389	> 99.9%
	4	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	200	84.0%
”	38	16.0%

Nonspacing Mark

Value	Count	Frequency (%)
️	165	92.2%
︎	14	7.8%

Connector Punctuation

Value	Count	Frequency (%)
_	42	97.7%
‿	1	2.3%

Initial Punctuation

Value	Count	Frequency (%)
“	40	83.3%
‘	8	16.7%

Control

Value	Count	Frequency (%)
	185	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	94	100.0%

Other Number

Value	Count	Frequency (%)
²	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1476588	81.8%
Common	324649	18.0%
Han	2237	0.1%
Cyrillic	191	< 0.1%
Inherited	179	< 0.1%
Katakana	136	< 0.1%
Hiragana	70	< 0.1%
Hangul	70	< 0.1%
Hebrew	31	< 0.1%
Georgian	13	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
房	82	3.7%
家	46	2.1%
中	44	2.0%
间	41	1.8%
的	38	1.7%
拉	37	1.7%
盛	36	1.6%
法	36	1.6%
大	30	1.3%
约	29	1.3%
Other values (401)	1818	81.3%

Common

Value	Count	Frequency (%)
	251389	77.4%
,	9180	2.8%
1	8665	2.7%
!	7856	2.4%
2	6831	2.1%
-	6787	2.1%
/	5230	1.6%
.	4375	1.3%
&	3183	1.0%
3	2560	0.8%
Other values (123)	18593	5.7%

Latin

Value	Count	Frequency (%)
e	124631	8.4%
o	122315	8.3%
t	105265	7.1%
a	103583	7.0%
r	97943	6.6%
i	94645	6.4%
n	94617	6.4%
l	51733	3.5%
m	49119	3.3%
s	48107	3.3%
Other values (68)	584630	39.6%

Hangul

Value	Count	Frequency (%)
한	7	10.0%
성	3	4.3%
웃	3	4.3%
스	2	2.9%
뜻	2	2.9%
고	2	2.9%
소	2	2.9%
따	2	2.9%
작	2	2.9%
맨	2	2.9%
Other values (38)	43	61.4%

Cyrillic

Value	Count	Frequency (%)
а	26	13.6%
о	18	9.4%
т	17	8.9%
н	15	7.9%
е	13	6.8%
к	11	5.8%
р	11	5.8%
м	10	5.2%
в	9	4.7%
с	9	4.7%
Other values (23)	52	27.2%

Katakana

Value	Count	Frequency (%)
ﾝ	14	10.3%
ｸ	12	8.8%
ﾘ	10	7.4%
ﾊ	9	6.6%
ｯ	9	6.6%
ｱ	9	6.6%
ｽ	8	5.9%
ﾄ	7	5.1%
ﾌ	6	4.4%
ｳ	6	4.4%
Other values (22)	46	33.8%

Hiragana

Value	Count	Frequency (%)
の	16	22.9%
で	7	10.0%
か	7	10.0%
ら	6	8.6%
お	5	7.1%
い	4	5.7%
な	4	5.7%
に	3	4.3%
く	2	2.9%
き	2	2.9%
Other values (13)	14	20.0%

Hebrew

Value	Count	Frequency (%)
ו	5	16.1%
י	5	16.1%
ר	4	12.9%
ב	4	12.9%
ע	2	6.5%
ת	2	6.5%
ה	2	6.5%
ס	1	3.2%
ג	1	3.2%
מ	1	3.2%
Other values (4)	4	12.9%

Inherited

Value	Count	Frequency (%)
️	165	92.2%
︎	14	7.8%

Georgian

Value	Count	Frequency (%)
ღ	13	100.0%

Devanagari

Value	Count	Frequency (%)
ॐ	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1799673	99.8%
CJK	2237	0.1%
Misc Symbols	500	< 0.1%
None	431	< 0.1%
Punctuation	423	< 0.1%
Dingbats	320	< 0.1%
Cyrillic	191	< 0.1%
VS	179	< 0.1%
Hiragana	70	< 0.1%
Hangul	70	< 0.1%
Other values (7)	72	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	251389	14.0%
e	124631	6.9%
o	122315	6.8%
t	105265	5.8%
a	103583	5.8%
r	97943	5.4%
i	94645	5.3%
n	94617	5.3%
l	51733	2.9%
m	49119	2.7%
Other values (86)	704433	39.1%

Misc Symbols

Value	Count	Frequency (%)
★	266	53.2%
☆	105	21.0%
♥	38	7.6%
☀	15	3.0%
♀	11	2.2%
⚡	8	1.6%
⚓	6	1.2%
♛	6	1.2%
♦	6	1.2%
♡	6	1.2%
Other values (12)	33	6.6%

Punctuation

Value	Count	Frequency (%)
’	200	47.3%
•	62	14.7%
—	47	11.1%
“	40	9.5%
”	38	9.0%
–	26	6.1%
‘	8	1.9%
‿	1	0.2%
―	1	0.2%

Dingbats

Value	Count	Frequency (%)
❤	168	52.5%
✨	34	10.6%
❥	25	7.8%
✿	15	4.7%
✰	14	4.4%
✴	11	3.4%
✪	8	2.5%
✌	6	1.9%
➡	5	1.6%
✺	4	1.2%
Other values (13)	30	9.4%

VS

Value	Count	Frequency (%)
️	165	92.2%
︎	14	7.8%

CJK

Value	Count	Frequency (%)
房	82	3.7%
家	46	2.1%
中	44	2.0%
间	41	1.8%
的	38	1.7%
拉	37	1.7%
盛	36	1.6%
法	36	1.6%
大	30	1.3%
约	29	1.3%
Other values (401)	1818	81.3%

None

Value	Count	Frequency (%)
⭐	35	8.1%
à	28	6.5%
ó	24	5.6%
ﾞ	21	4.9%
é	16	3.7%
｡	15	3.5%
ﾝ	14	3.2%
·	13	3.0%
ｸ	12	2.8%
ｰ	11	2.6%
Other values (70)	242	56.1%

Cyrillic

Value	Count	Frequency (%)
а	26	13.6%
о	18	9.4%
т	17	8.9%
н	15	7.9%
е	13	6.8%
к	11	5.8%
р	11	5.8%
м	10	5.2%
в	9	4.7%
с	9	4.7%
Other values (23)	52	27.2%

Hiragana

Value	Count	Frequency (%)
の	16	22.9%
で	7	10.0%
か	7	10.0%
ら	6	8.6%
お	5	7.1%
い	4	5.7%
な	4	5.7%
に	3	4.3%
く	2	2.9%
き	2	2.9%
Other values (13)	14	20.0%

Georgian

Value	Count	Frequency (%)
ღ	13	100.0%

Hangul

Value	Count	Frequency (%)
한	7	10.0%
성	3	4.3%
웃	3	4.3%
스	2	2.9%
뜻	2	2.9%
고	2	2.9%
소	2	2.9%
따	2	2.9%
작	2	2.9%
맨	2	2.9%
Other values (38)	43	61.4%

Hebrew

Value	Count	Frequency (%)
ו	5	16.1%
י	5	16.1%
ר	4	12.9%
ב	4	12.9%
ע	2	6.5%
ת	2	6.5%
ה	2	6.5%
ס	1	3.2%
ג	1	3.2%
מ	1	3.2%
Other values (4)	4	12.9%

Math Operators

Value	Count	Frequency (%)
⋆	4	57.1%
√	2	28.6%
⊹	1	14.3%

Misc Technical

Value	Count	Frequency (%)
⍟	4	57.1%
⌚	1	14.3%
⏩	1	14.3%
⏪	1	14.3%

Geometric Shapes

Value	Count	Frequency (%)
▲	4	36.4%
◔	2	18.2%
△	2	18.2%
◈	2	18.2%
▶	1	9.1%

Devanagari

Value	Count	Frequency (%)
ॐ	2	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	1	100.0%

host_id
Real number (ℝ)

High correlation

Distinct	37457
Distinct (%)	76.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67604804

Minimum	2438
Maximum	2.7432131 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	2438
5-th percentile	810104
Q1	7809567.2
median	30784628
Q3	1.0743442 × 10⁸
95-th percentile	2.4175623 × 10⁸
Maximum	2.7432131 × 10⁸
Range	2.7431888 × 10⁸
Interquartile range (IQR)	99624856

Descriptive statistics

Standard deviation	78608664
Coefficient of variation (CV)	1.1627674
Kurtosis	0.16982068
Mean	67604804
Median Absolute Deviation (MAD)	27536856
Skewness	1.2064858
Sum	3.3062805 × 10¹²
Variance	6.1793221 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
219517861	327	0.7%
107434423	232	0.5%
30283594	121	0.2%
137358866	103	0.2%
12243051	96	0.2%
16098958	96	0.2%
61391963	91	0.2%
22541573	87	0.2%
200380610	65	0.1%
7503643	52	0.1%
Other values (37447)	47636	97.4%

Value	Count	Frequency (%)
2438	1	< 0.1%
2571	1	< 0.1%
2787	6	< 0.1%
2845	2	< 0.1%
2868	1	< 0.1%
2881	2	< 0.1%
3151	1	< 0.1%
3211	1	< 0.1%
3415	1	< 0.1%
3563	1	< 0.1%

Value	Count	Frequency (%)
274321313	1	< 0.1%
274311461	1	< 0.1%
274307600	1	< 0.1%
274298453	1	< 0.1%
274273284	1	< 0.1%
274225617	1	< 0.1%
274195458	1	< 0.1%
274188386	1	< 0.1%
274103383	1	< 0.1%
274079964	1	< 0.1%

host_name
Text

Distinct	11452
Distinct (%)	23.4%
Missing	21
Missing (%)	< 0.1%
Memory size	3.0 MiB

Length

Max length	35
Median length	31
Mean length	6.124619
Min length	1

Characters and Unicode

Total characters	299402
Distinct characters	206
Distinct categories	15 ?
Distinct scripts	7 ?
Distinct blocks	9 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6900 ?
Unique (%)	14.1%

Sample

1st row	John
2nd row	Jennifer
3rd row	Elisabeth
4th row	LisaRoxanne
5th row	Laura

Value	Count	Frequency (%)
	1121	2.1%
and	625	1.1%
michael	460	0.8%
david	449	0.8%
sonder	423	0.8%
nyc	338	0.6%
john	337	0.6%
alex	330	0.6%
laura	293	0.5%
maria	244	0.4%
Other values (10259)	49980	91.5%

Most occurring characters

Value	Count	Frequency (%)
a	37937	12.7%
e	28682	9.6%
i	24291	8.1%
n	24098	8.0%
r	17864	6.0%
l	15333	5.1%
o	12743	4.3%
t	9401	3.1%
s	9147	3.1%
h	9042	3.0%
Other values (196)	110864	37.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	235955	78.8%
Uppercase Letter	54836	18.3%
Space Separator	5813	1.9%
Other Punctuation	1595	0.5%
Open Punctuation	381	0.1%
Close Punctuation	379	0.1%
Dash Punctuation	208	0.1%
Other Letter	110	< 0.1%
Decimal Number	83	< 0.1%
Math Symbol	34	< 0.1%
Other values (5)	8	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
明	6	5.5%
青	5	4.5%
德	5	4.5%
美	5	4.5%
文	4	3.6%
铀	3	2.7%
春	3	2.7%
常	3	2.7%
辣	2	1.8%
润	2	1.8%
Other values (62)	72	65.5%

Lowercase Letter

Value	Count	Frequency (%)
a	37937	16.1%
e	28682	12.2%
i	24291	10.3%
n	24098	10.2%
r	17864	7.6%
l	15333	6.5%
o	12743	5.4%
t	9401	4.0%
s	9147	3.9%
h	9042	3.8%
Other values (54)	47417	20.1%

Uppercase Letter

Value	Count	Frequency (%)
A	6461	11.8%
J	5458	10.0%
M	5300	9.7%
S	4745	8.7%
C	3738	6.8%
L	2886	5.3%
D	2752	5.0%
K	2619	4.8%
R	2566	4.7%
E	2363	4.3%
Other values (28)	15948	29.1%

Other Punctuation

Value	Count	Frequency (%)
&	1163	72.9%
.	309	19.4%
/	41	2.6%
,	35	2.2%
'	25	1.6%
@	8	0.5%
"	6	0.4%
!	4	0.3%
:	2	0.1%
?	1	0.1%

Decimal Number

Value	Count	Frequency (%)
5	20	24.1%
7	14	16.9%
0	13	15.7%
2	11	13.3%
4	7	8.4%
1	7	8.4%
6	4	4.8%
3	4	4.8%
8	2	2.4%
9	1	1.2%

Space Separator

Value	Count	Frequency (%)
	5807	99.9%
	6	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	381	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	379	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	208	100.0%

Math Symbol

Value	Count	Frequency (%)
+	34	100.0%

Other Symbol

Value	Count	Frequency (%)
★	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	2	100.0%

Format

Value	Count	Frequency (%)
	2	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Currency Symbol

Value	Count	Frequency (%)
£	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	290735	97.1%
Common	8501	2.8%
Han	91	< 0.1%
Cyrillic	56	< 0.1%
Hangul	11	< 0.1%
Hebrew	5	< 0.1%
Hiragana	3	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	37937	13.0%
e	28682	9.9%
i	24291	8.4%
n	24098	8.3%
r	17864	6.1%
l	15333	5.3%
o	12743	4.4%
t	9401	3.2%
s	9147	3.1%
h	9042	3.1%
Other values (70)	102197	35.2%

Han

Value	Count	Frequency (%)
明	6	6.6%
青	5	5.5%
德	5	5.5%
美	5	5.5%
文	4	4.4%
铀	3	3.3%
春	3	3.3%
常	3	3.3%
辣	2	2.2%
润	2	2.2%
Other values (45)	53	58.2%

Common

Value	Count	Frequency (%)
	5807	68.3%
&	1163	13.7%
(	381	4.5%
)	379	4.5%
.	309	3.6%
-	208	2.4%
/	41	0.5%
,	35	0.4%
+	34	0.4%
'	25	0.3%
Other values (22)	119	1.4%

Cyrillic

Value	Count	Frequency (%)
н	6	10.7%
а	6	10.7%
е	6	10.7%
А	4	7.1%
и	4	7.1%
л	4	7.1%
с	3	5.4%
к	3	5.4%
р	3	5.4%
й	3	5.4%
Other values (12)	14	25.0%

Hangul

Value	Count	Frequency (%)
소	2	18.2%
정	2	18.2%
선	1	9.1%
현	1	9.1%
비	1	9.1%
단	1	9.1%
진	1	9.1%
나	1	9.1%
빈	1	9.1%

Hebrew

Value	Count	Frequency (%)
ל	1	20.0%
א	1	20.0%
י	1	20.0%
נ	1	20.0%
ד	1	20.0%

Hiragana

Value	Count	Frequency (%)
あ	1	33.3%
り	1	33.3%
ゆ	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	298977	99.9%
None	247	0.1%
CJK	91	< 0.1%
Cyrillic	56	< 0.1%
Hangul	11	< 0.1%
Punctuation	10	< 0.1%
Hebrew	5	< 0.1%
Hiragana	3	< 0.1%
Misc Symbols	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	37937	12.7%
e	28682	9.6%
i	24291	8.1%
n	24098	8.1%
r	17864	6.0%
l	15333	5.1%
o	12743	4.3%
t	9401	3.1%
s	9147	3.1%
h	9042	3.0%
Other values (69)	110439	36.9%

None

Value	Count	Frequency (%)
é	107	43.3%
í	24	9.7%
á	22	8.9%
ú	19	7.7%
ë	13	5.3%
ô	11	4.5%
ó	9	3.6%
è	7	2.8%
ç	5	2.0%
ï	4	1.6%
Other values (19)	26	10.5%

Cyrillic

Value	Count	Frequency (%)
н	6	10.7%
а	6	10.7%
е	6	10.7%
А	4	7.1%
и	4	7.1%
л	4	7.1%
с	3	5.4%
к	3	5.4%
р	3	5.4%
й	3	5.4%
Other values (12)	14	25.0%

CJK

Value	Count	Frequency (%)
明	6	6.6%
青	5	5.5%
德	5	5.5%
美	5	5.5%
文	4	4.4%
铀	3	3.3%
春	3	3.3%
常	3	3.3%
辣	2	2.2%
润	2	2.2%
Other values (45)	53	58.2%

Punctuation

Value	Count	Frequency (%)
	6	60.0%
’	2	20.0%
	2	20.0%

Misc Symbols

Value	Count	Frequency (%)
★	2	100.0%

Hangul

Value	Count	Frequency (%)
소	2	18.2%
정	2	18.2%
선	1	9.1%
현	1	9.1%
비	1	9.1%
단	1	9.1%
진	1	9.1%
나	1	9.1%
빈	1	9.1%

Hiragana

Value	Count	Frequency (%)
あ	1	33.3%
り	1	33.3%
ゆ	1	33.3%

Hebrew

Value	Count	Frequency (%)
ל	1	20.0%
א	1	20.0%
י	1	20.0%
נ	1	20.0%
ד	1	20.0%

neighbourhood_group
Categorical

High correlation

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.0 MiB

Manhattan	21669
Brooklyn	20107
Queens	5666
Bronx	1091
Staten Island	373

Length

Max length	13
Median length	9
Mean length	8.1825747
Min length	5

Characters and Unicode

Total characters	400177
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Brooklyn
2nd row	Manhattan
3rd row	Manhattan
4th row	Brooklyn
5th row	Manhattan

Common Values

Value	Count	Frequency (%)
Manhattan	21669	44.3%
Brooklyn	20107	41.1%
Queens	5666	11.6%
Bronx	1091	2.2%
Staten Island	373	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manhattan	21669	44.0%
brooklyn	20107	40.8%
queens	5666	11.5%
bronx	1091	2.2%
staten	373	0.8%
island	373	0.8%

Most occurring characters

Value	Count	Frequency (%)
n	70948	17.7%
a	65753	16.4%
t	44084	11.0%
o	41305	10.3%
M	21669	5.4%
h	21669	5.4%
B	21198	5.3%
r	21198	5.3%
l	20480	5.1%
y	20107	5.0%
Other values (10)	51766	12.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	350525	87.6%
Uppercase Letter	49279	12.3%
Space Separator	373	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	70948	20.2%
a	65753	18.8%
t	44084	12.6%
o	41305	11.8%
h	21669	6.2%
r	21198	6.0%
l	20480	5.8%
y	20107	5.7%
k	20107	5.7%
e	11705	3.3%
Other values (4)	13169	3.8%

Uppercase Letter

Value	Count	Frequency (%)
M	21669	44.0%
B	21198	43.0%
Q	5666	11.5%
S	373	0.8%
I	373	0.8%

Space Separator

Value	Count	Frequency (%)
	373	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	399804	99.9%
Common	373	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	70948	17.7%
a	65753	16.4%
t	44084	11.0%
o	41305	10.3%
M	21669	5.4%
h	21669	5.4%
B	21198	5.3%
r	21198	5.3%
l	20480	5.1%
y	20107	5.0%
Other values (9)	51393	12.9%

Common

Value	Count	Frequency (%)
	373	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	400177	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	70948	17.7%
a	65753	16.4%
t	44084	11.0%
o	41305	10.3%
M	21669	5.4%
h	21669	5.4%
B	21198	5.3%
r	21198	5.3%
l	20480	5.1%
y	20107	5.0%
Other values (10)	51766	12.9%

neighbourhood
Text

Distinct	221
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.2 MiB

Length

Max length	26
Median length	17
Mean length	11.895105
Min length	4

Characters and Unicode

Total characters	581742
Distinct characters	54
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	Kensington
2nd row	Midtown
3rd row	Harlem
4th row	Clinton Hill
5th row	East Harlem

Value	Count	Frequency (%)
east	6592	8.3%
side	4683	5.9%
williamsburg	3921	5.0%
harlem	3775	4.8%
upper	3772	4.8%
bedford-stuyvesant	3715	4.7%
heights	3586	4.5%
village	3165	4.0%
west	2763	3.5%
bushwick	2465	3.1%
Other values (233)	40690	51.4%

Most occurring characters

Value	Count	Frequency (%)
e	53488	9.2%
i	42292	7.3%
s	39633	6.8%
t	38597	6.6%
a	37613	6.5%
l	34459	5.9%
r	33674	5.8%
	30221	5.2%
n	26104	4.5%
o	24036	4.1%
Other values (44)	221625	38.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	461216	79.3%
Uppercase Letter	83957	14.4%
Space Separator	30221	5.2%
Dash Punctuation	4252	0.7%
Other Punctuation	2096	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	53488	11.6%
i	42292	9.2%
s	39633	8.6%
t	38597	8.4%
a	37613	8.2%
l	34459	7.5%
r	33674	7.3%
n	26104	5.7%
o	24036	5.2%
d	19668	4.3%
Other values (15)	111652	24.2%

Uppercase Letter

Value	Count	Frequency (%)
H	11904	14.2%
S	11489	13.7%
B	8375	10.0%
W	8190	9.8%
E	7084	8.4%
C	5328	6.3%
U	3836	4.6%
G	3723	4.4%
F	3281	3.9%
V	3210	3.8%
Other values (14)	17537	20.9%

Other Punctuation

Value	Count	Frequency (%)
'	1970	94.0%
.	124	5.9%
,	2	0.1%

Space Separator

Value	Count	Frequency (%)
	30221	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4252	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	545173	93.7%
Common	36569	6.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	53488	9.8%
i	42292	7.8%
s	39633	7.3%
t	38597	7.1%
a	37613	6.9%
l	34459	6.3%
r	33674	6.2%
n	26104	4.8%
o	24036	4.4%
d	19668	3.6%
Other values (39)	195609	35.9%

Common

Value	Count	Frequency (%)
	30221	82.6%
-	4252	11.6%
'	1970	5.4%
.	124	0.3%
,	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	581742	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	53488	9.2%
i	42292	7.3%
s	39633	6.8%
t	38597	6.6%
a	37613	6.5%
l	34459	5.9%
r	33674	5.8%
	30221	5.2%
n	26104	4.5%
o	24036	4.1%
Other values (44)	221625	38.1%

latitude
Real number (ℝ)

High correlation

Distinct	19048
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.728952

Minimum	40.49979
Maximum	40.91306
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	40.49979
5-th percentile	40.646123
Q1	40.6901
median	40.72308
Q3	40.76312
95-th percentile	40.825637
Maximum	40.91306
Range	0.41327
Interquartile range (IQR)	0.07302

Descriptive statistics

Standard deviation	0.054528525
Coefficient of variation (CV)	0.0013388148
Kurtosis	0.14866877
Mean	40.728952
Median Absolute Deviation (MAD)	0.03642
Skewness	0.23705575
Sum	1991890.1
Variance	0.00297336
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.71813	18	< 0.1%
40.69414	13	< 0.1%
40.68444	13	< 0.1%
40.68634	13	< 0.1%
40.76189	12	< 0.1%
40.68537	12	< 0.1%
40.71171	12	< 0.1%
40.71353	12	< 0.1%
40.76125	12	< 0.1%
40.69054	11	< 0.1%
Other values (19038)	48778	99.7%

Value	Count	Frequency (%)
40.49979	1	< 0.1%
40.50641	1	< 0.1%
40.50708	1	< 0.1%
40.50868	1	< 0.1%
40.50873	1	< 0.1%
40.50943	1	< 0.1%
40.51133	1	< 0.1%
40.52211	1	< 0.1%
40.52293	1	< 0.1%
40.527	1	< 0.1%

Value	Count	Frequency (%)
40.91306	1	< 0.1%
40.91234	1	< 0.1%
40.91169	1	< 0.1%
40.91167	1	< 0.1%
40.90804	1	< 0.1%
40.90734	1	< 0.1%
40.90527	1	< 0.1%
40.90484	1	< 0.1%
40.90406	1	< 0.1%
40.90391	1	< 0.1%

longitude
Real number (ℝ)

High correlation

Distinct	14718
Distinct (%)	30.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-73.952175

Minimum	-74.24442
Maximum	-73.71299
Zeros	0
Zeros (%)	0.0%
Negative	48906
Negative (%)	100.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	-74.24442
5-th percentile	-74.00388
Q1	-73.98308
median	-73.955685
Q3	-73.936283
95-th percentile	-73.865795
Maximum	-73.71299
Range	0.53143
Interquartile range (IQR)	0.0467975

Descriptive statistics

Standard deviation	0.046153532
Coefficient of variation (CV)	-0.00062409973
Kurtosis	5.0227314
Mean	-73.952175
Median Absolute Deviation (MAD)	0.024845
Skewness	1.2844629
Sum	-3616705.1
Variance	0.0021301485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-73.95677	18	< 0.1%
-73.95427	18	< 0.1%
-73.95405	17	< 0.1%
-73.95136	16	< 0.1%
-73.95332	16	< 0.1%
-73.9506	16	< 0.1%
-73.94791	16	< 0.1%
-73.95742	15	< 0.1%
-73.94537	15	< 0.1%
-73.98439	15	< 0.1%
Other values (14708)	48744	99.7%

Value	Count	Frequency (%)
-74.24442	1	< 0.1%
-74.24285	1	< 0.1%
-74.24084	1	< 0.1%
-74.23986	1	< 0.1%
-74.23914	1	< 0.1%
-74.23803	1	< 0.1%
-74.23059	1	< 0.1%
-74.21238	1	< 0.1%
-74.21017	1	< 0.1%
-74.20941	1	< 0.1%

Value	Count	Frequency (%)
-73.71299	1	< 0.1%
-73.7169	1	< 0.1%
-73.71795	1	< 0.1%
-73.71829	1	< 0.1%
-73.71928	1	< 0.1%
-73.72173	1	< 0.1%
-73.72179	1	< 0.1%
-73.72247	1	< 0.1%
-73.72435	1	< 0.1%
-73.72581	1	< 0.1%

room_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.3 MiB

Entire home/apt	25414
Private room	22332
Shared room	1160

Length

Max length	15
Median length	15
Mean length	13.535231
Min length	11

Characters and Unicode

Total characters	661954
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Private room
2nd row	Entire home/apt
3rd row	Private room
4th row	Entire home/apt
5th row	Entire home/apt

Common Values

Value	Count	Frequency (%)
Entire home/apt	25414	52.0%
Private room	22332	45.7%
Shared room	1160	2.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
entire	25414	26.0%
home/apt	25414	26.0%
room	23492	24.0%
private	22332	22.8%
shared	1160	1.2%

Most occurring characters

Value	Count	Frequency (%)
e	74320	11.2%
t	73160	11.1%
o	72398	10.9%
r	72398	10.9%
a	48906	7.4%
	48906	7.4%
m	48906	7.4%
i	47746	7.2%
h	26574	4.0%
p	25414	3.8%
Other values (7)	123226	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	538728	81.4%
Space Separator	48906	7.4%
Uppercase Letter	48906	7.4%
Other Punctuation	25414	3.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	74320	13.8%
t	73160	13.6%
o	72398	13.4%
r	72398	13.4%
a	48906	9.1%
m	48906	9.1%
i	47746	8.9%
h	26574	4.9%
p	25414	4.7%
n	25414	4.7%
Other values (2)	23492	4.4%

Uppercase Letter

Value	Count	Frequency (%)
E	25414	52.0%
P	22332	45.7%
S	1160	2.4%

Space Separator

Value	Count	Frequency (%)
	48906	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	25414	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	587634	88.8%
Common	74320	11.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	74320	12.6%
t	73160	12.4%
o	72398	12.3%
r	72398	12.3%
a	48906	8.3%
m	48906	8.3%
i	47746	8.1%
h	26574	4.5%
p	25414	4.3%
E	25414	4.3%
Other values (5)	72398	12.3%

Common

Value	Count	Frequency (%)
	48906	65.8%
/	25414	34.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	661954	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	74320	11.2%
t	73160	11.1%
o	72398	10.9%
r	72398	10.9%
a	48906	7.4%
	48906	7.4%
m	48906	7.4%
i	47746	7.2%
h	26574	4.0%
p	25414	3.8%
Other values (7)	123226	18.6%

price
Real number (ℝ)

Distinct	674
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.71132

Minimum	0
Maximum	10000
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	0
5-th percentile	40
Q1	69
median	106
Q3	175
95-th percentile	355
Maximum	10000
Range	10000
Interquartile range (IQR)	106

Descriptive statistics

Standard deviation	240.12871
Coefficient of variation (CV)	1.5724355
Kurtosis	585.79305
Mean	152.71132
Median Absolute Deviation (MAD)	46
Skewness	19.120832
Sum	7468500
Variance	57661.799
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
100	2051	4.2%
150	2048	4.2%
50	1534	3.1%
60	1459	3.0%
200	1402	2.9%
75	1370	2.8%
80	1272	2.6%
65	1190	2.4%
70	1170	2.4%
120	1131	2.3%
Other values (664)	34279	70.1%

Value	Count	Frequency (%)
0	11	< 0.1%
10	17	< 0.1%
11	3	< 0.1%
12	4	< 0.1%
13	1	< 0.1%
15	6	< 0.1%
16	6	< 0.1%
18	2	< 0.1%
19	4	< 0.1%
20	33	0.1%

Value	Count	Frequency (%)
10000	3	< 0.1%
9999	3	< 0.1%
8500	1	< 0.1%
8000	1	< 0.1%
7703	1	< 0.1%
7500	2	< 0.1%
6800	1	< 0.1%
6500	3	< 0.1%
6419	1	< 0.1%
6000	2	< 0.1%

minimum_nights
Real number (ℝ)

Skewed

Distinct	109
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.0316117

Minimum	1
Maximum	1250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	3
Q3	5
95-th percentile	30
Maximum	1250
Range	1249
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	20.512489
Coefficient of variation (CV)	2.9171817
Kurtosis	853.55357
Mean	7.0316117
Median Absolute Deviation (MAD)	2
Skewness	21.817416
Sum	343888
Variance	420.76219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	12721	26.0%
2	11701	23.9%
3	8000	16.4%
30	3760	7.7%
4	3304	6.8%
5	3035	6.2%
7	2058	4.2%
6	752	1.5%
14	562	1.1%
10	483	1.0%
Other values (99)	2530	5.2%

Value	Count	Frequency (%)
1	12721	26.0%
2	11701	23.9%
3	8000	16.4%
4	3304	6.8%
5	3035	6.2%
6	752	1.5%
7	2058	4.2%
8	130	0.3%
9	80	0.2%
10	483	1.0%

Value	Count	Frequency (%)
1250	1	< 0.1%
1000	1	< 0.1%
999	3	< 0.1%
500	5	< 0.1%
480	1	< 0.1%
400	1	< 0.1%
370	1	< 0.1%
366	1	< 0.1%
365	29	0.1%
364	1	< 0.1%

number_of_reviews
Real number (ℝ)

High correlation Zeros

Distinct	394
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.300454

Minimum	0
Maximum	629
Zeros	10052
Zeros (%)	20.6%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	5
Q3	24
95-th percentile	114
Maximum	629
Range	629
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	44.607175
Coefficient of variation (CV)	1.9144337
Kurtosis	19.553221
Mean	23.300454
Median Absolute Deviation (MAD)	5
Skewness	3.6926834
Sum	1139532
Variance	1989.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10052	20.6%
1	5244	10.7%
2	3465	7.1%
3	2520	5.2%
4	1994	4.1%
5	1618	3.3%
6	1357	2.8%
7	1179	2.4%
8	1127	2.3%
9	964	2.0%
Other values (384)	19386	39.6%

Value	Count	Frequency (%)
0	10052	20.6%
1	5244	10.7%
2	3465	7.1%
3	2520	5.2%
4	1994	4.1%
5	1618	3.3%
6	1357	2.8%
7	1179	2.4%
8	1127	2.3%
9	964	2.0%

Value	Count	Frequency (%)
629	1	< 0.1%
607	1	< 0.1%
597	1	< 0.1%
594	1	< 0.1%
576	1	< 0.1%
543	1	< 0.1%
540	1	< 0.1%
510	1	< 0.1%
488	1	< 0.1%
480	1	< 0.1%

last_review
Date

Missing

Distinct	1764
Distinct (%)	4.5%
Missing	10052
Missing (%)	20.6%
Memory size	382.2 KiB

Minimum	2011-03-28 00:00:00
Maximum	2019-12-06 00:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

reviews_per_month
Real number (ℝ)

High correlation Missing

Distinct	937
Distinct (%)	2.4%
Missing	10052
Missing (%)	20.6%
Infinite	0
Infinite (%)	0.0%
Mean	1.3731513

Minimum	0.01
Maximum	58.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.04
Q1	0.19
median	0.72
Q3	2.02
95-th percentile	4.64
Maximum	58.5
Range	58.49
Interquartile range (IQR)	1.83

Descriptive statistics

Standard deviation	1.6802699
Coefficient of variation (CV)	1.2236597
Kurtosis	42.499825
Mean	1.3731513
Median Absolute Deviation (MAD)	0.62
Skewness	3.130418
Sum	53352.42
Variance	2.8233068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	919	1.9%
1	893	1.8%
0.05	893	1.8%
0.03	804	1.6%
0.16	667	1.4%
0.04	655	1.3%
0.08	596	1.2%
0.09	593	1.2%
0.06	579	1.2%
0.11	539	1.1%
Other values (927)	31716	64.9%
(Missing)	10052	20.6%

Value	Count	Frequency (%)
0.01	42	0.1%
0.02	919	1.9%
0.03	804	1.6%
0.04	655	1.3%
0.05	893	1.8%
0.06	579	1.2%
0.07	466	1.0%
0.08	596	1.2%
0.09	593	1.2%
0.1	457	0.9%

Value	Count	Frequency (%)
58.5	1	< 0.1%
27.95	1	< 0.1%
20.94	1	< 0.1%
19.75	1	< 0.1%
17.82	1	< 0.1%
16.81	1	< 0.1%
16.22	1	< 0.1%
16.03	1	< 0.1%
15.78	1	< 0.1%
15.32	1	< 0.1%

calculated_host_listings_count
Real number (ℝ)

Distinct	47
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.1427023

Minimum	1
Maximum	327
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	15
Maximum	327
Range	326
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	32.948926
Coefficient of variation (CV)	4.6129497
Kurtosis	67.567017
Mean	7.1427023
Median Absolute Deviation (MAD)	0
Skewness	7.9340992
Sum	349321
Variance	1085.6318
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
1	32312	66.1%
2	6658	13.6%
3	2854	5.8%
4	1441	2.9%
5	845	1.7%
6	570	1.2%
8	416	0.9%
7	399	0.8%
327	327	0.7%
9	234	0.5%
Other values (37)	2850	5.8%

Value	Count	Frequency (%)
1	32312	66.1%
2	6658	13.6%
3	2854	5.8%
4	1441	2.9%
5	845	1.7%
6	570	1.2%
7	399	0.8%
8	416	0.9%
9	234	0.5%
10	210	0.4%

Value	Count	Frequency (%)
327	327	0.7%
232	232	0.5%
121	121	0.2%
103	103	0.2%
96	192	0.4%
91	91	0.2%
87	87	0.2%
65	65	0.1%
52	104	0.2%
50	50	0.1%

availability_365
Real number (ℝ)

Zeros

Distinct	366
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	112.78203

Minimum	0
Maximum	365
Zeros	17536
Zeros (%)	35.9%
Negative	0
Negative (%)	0.0%
Memory size	382.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	45
Q3	227
95-th percentile	359
Maximum	365
Range	365
Interquartile range (IQR)	227

Descriptive statistics

Standard deviation	131.62037
Coefficient of variation (CV)	1.1670332
Kurtosis	-0.99755561
Mean	112.78203
Median Absolute Deviation (MAD)	45
Skewness	0.76338117
Sum	5515718
Variance	17323.922
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	17536	35.9%
365	1295	2.6%
364	491	1.0%
1	408	0.8%
89	361	0.7%
5	340	0.7%
3	306	0.6%
179	301	0.6%
90	290	0.6%
2	270	0.6%
Other values (356)	27308	55.8%

Value	Count	Frequency (%)
0	17536	35.9%
1	408	0.8%
2	270	0.6%
3	306	0.6%
4	233	0.5%
5	340	0.7%
6	246	0.5%
7	219	0.4%
8	233	0.5%
9	193	0.4%

Value	Count	Frequency (%)
365	1295	2.6%
364	491	1.0%
363	239	0.5%
362	166	0.3%
361	111	0.2%
360	102	0.2%
359	135	0.3%
358	180	0.4%
357	95	0.2%
356	78	0.2%

	availability_365	calculated_host_listings_count	host_id	id	latitude	longitude	minimum_nights	neighbourhood_group	number_of_reviews	price	reviews_per_month	room_type
availability_365	1.000	0.407	0.173	0.166	-0.007	0.069	0.076	0.083	0.237	0.086	0.392	0.087
calculated_host_listings_count	0.407	1.000	0.147	0.135	0.003	0.064	0.064	0.089	0.056	-0.106	0.146	0.097
host_id	0.173	0.147	1.000	0.559	0.049	0.109	-0.130	0.100	-0.129	-0.072	0.268	0.092
id	0.166	0.135	0.559	1.000	0.005	0.071	-0.058	0.064	-0.308	-0.021	0.360	0.070
latitude	-0.007	0.003	0.049	0.005	1.000	0.035	0.022	0.539	-0.044	0.136	-0.023	0.117
longitude	0.069	0.064	0.109	0.071	0.035	1.000	-0.119	0.654	0.080	-0.438	0.119	0.157
minimum_nights	0.076	0.064	-0.130	-0.058	0.022	-0.119	1.000	0.003	-0.175	0.101	-0.289	0.012
neighbourhood_group	0.083	0.089	0.100	0.064	0.539	0.654	0.003	1.000	0.027	0.018	0.048	0.126
number_of_reviews	0.237	0.056	-0.129	-0.308	-0.044	0.080	-0.175	0.027	1.000	-0.055	0.706	0.022
price	0.086	-0.106	-0.072	-0.021	0.136	-0.438	0.101	0.018	-0.055	1.000	-0.019	0.025
reviews_per_month	0.392	0.146	0.268	0.360	-0.023	0.119	-0.289	0.048	0.706	-0.019	1.000	0.029
room_type	0.087	0.097	0.092	0.070	0.117	0.157	0.012	0.126	0.022	0.025	0.029	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	id	name	host_id	host_name	neighbourhood_group	neighbourhood	latitude	longitude	room_type	price	minimum_nights	number_of_reviews	last_review	reviews_per_month	calculated_host_listings_count	availability_365
0	2539	Clean & quiet apt home by the park	2787	John	Brooklyn	Kensington	40.64749	-73.97237	Private room	149	1	9	19-10-2018	0.21	6	365
1	2595	Skylit Midtown Castle	2845	Jennifer	Manhattan	Midtown	40.75362	-73.98377	Entire home/apt	225	1	45	21-05-2019	0.38	2	355
2	3647	THE VILLAGE OF HARLEM....NEW YORK !	4632	Elisabeth	Manhattan	Harlem	40.80902	-73.94190	Private room	150	3	0	NaN	NaN	1	365
3	3831	Cozy Entire Floor of Brownstone	4869	LisaRoxanne	Brooklyn	Clinton Hill	40.68514	-73.95976	Entire home/apt	89	1	270	05-07-2019	4.64	1	194
4	5022	Entire Apt: Spacious Studio/Loft by central park	7192	Laura	Manhattan	East Harlem	40.79851	-73.94399	Entire home/apt	80	10	9	19-11-2018	0.10	1	0
5	5099	Large Cozy 1 BR Apartment In Midtown East	7322	Chris	Manhattan	Murray Hill	40.74767	-73.97500	Entire home/apt	200	3	74	22-06-2019	0.59	1	129
6	5121	BlissArtsSpace!	7356	Garon	Brooklyn	Bedford-Stuyvesant	40.68688	-73.95596	Private room	60	45	49	05-10-2017	0.40	1	0
7	5178	Large Furnished Room Near B'way	8967	Shunichi	Manhattan	Hell's Kitchen	40.76489	-73.98493	Private room	79	2	430	24-06-2019	3.47	1	220
8	5203	Cozy Clean Guest Room - Family Apt	7490	MaryEllen	Manhattan	Upper West Side	40.80178	-73.96723	Private room	79	2	118	21-07-2017	0.99	1	0
9	5238	Cute & Cozy Lower East Side 1 bdrm	7549	Ben	Manhattan	Chinatown	40.71344	-73.99037	Entire home/apt	150	1	160	09-06-2019	1.33	4	188

	id	name	host_id	host_name	neighbourhood_group	neighbourhood	latitude	longitude	room_type	price	minimum_nights	number_of_reviews	last_review	reviews_per_month	calculated_host_listings_count	availability_365
48896	5121	BlissArtsSpace!	7356	Garon	Brooklyn	Bedford-Stuyvesant	40.68688	-73.95596	Private room	60	45	49	05-10-2017	0.40	1	0
48897	5178	Large Furnished Room Near B'way	8967	Shunichi	Manhattan	Hell's Kitchen	40.76489	-73.98493	Private room	79	2	430	24-06-2019	3.47	1	220
48898	5203	Cozy Clean Guest Room - Family Apt	7490	MaryEllen	Manhattan	Upper West Side	40.80178	-73.96723	Private room	79	2	118	21-07-2017	0.99	1	0
48899	5238	Cute & Cozy Lower East Side 1 bdrm	7549	Ben	Manhattan	Chinatown	40.71344	-73.99037	Entire home/apt	150	1	160	09-06-2019	1.33	4	188
48900	5295	Beautiful 1br on Upper West Side	7702	Lena	Manhattan	Upper West Side	40.80316	-73.96545	Entire home/apt	135	5	53	22-06-2019	0.43	1	6
48901	5441	Central Manhattan/near Broadway	7989	Kate	Manhattan	Hell's Kitchen	40.76076	-73.98867	Private room	85	2	188	23-06-2019	1.50	1	39
48902	5803	Lovely Room 1, Garden, Best Area, Legal rental	9744	Laurie	Brooklyn	South Slope	40.66829	-73.98779	Private room	89	4	167	24-06-2019	1.34	3	314
48903	6021	Wonderful Guest Bedroom in Manhattan for SINGLES	11528	Claudio	Manhattan	Upper West Side	40.79826	-73.96113	Private room	85	2	113	05-07-2019	0.91	1	333
48904	6090	West Village Nest - Superhost	11975	Alina	Manhattan	West Village	40.73530	-74.00525	Entire home/apt	120	90	27	31-10-2018	0.22	1	0
48905	6848	Only 2 stops to Manhattan studio	15991	Allen & Irina	Brooklyn	Williamsburg	40.70837	-73.95352	Entire home/apt	140	2	148	29-06-2019	1.20	1	46

Most frequently occurring

	id	name	host_id	host_name	neighbourhood_group	neighbourhood	latitude	longitude	room_type	price	minimum_nights	number_of_reviews	last_review	reviews_per_month	calculated_host_listings_count	availability_365	# duplicates
0	5099	Large Cozy 1 BR Apartment In Midtown East	7322	Chris	Manhattan	Murray Hill	40.74767	-73.97500	Entire home/apt	200	3	74	22-06-2019	0.59	1	129	2
1	5121	BlissArtsSpace!	7356	Garon	Brooklyn	Bedford-Stuyvesant	40.68688	-73.95596	Private room	60	45	49	05-10-2017	0.40	1	0	2
2	5178	Large Furnished Room Near B'way	8967	Shunichi	Manhattan	Hell's Kitchen	40.76489	-73.98493	Private room	79	2	430	24-06-2019	3.47	1	220	2
3	5203	Cozy Clean Guest Room - Family Apt	7490	MaryEllen	Manhattan	Upper West Side	40.80178	-73.96723	Private room	79	2	118	21-07-2017	0.99	1	0	2
4	5238	Cute & Cozy Lower East Side 1 bdrm	7549	Ben	Manhattan	Chinatown	40.71344	-73.99037	Entire home/apt	150	1	160	09-06-2019	1.33	4	188	2
5	5295	Beautiful 1br on Upper West Side	7702	Lena	Manhattan	Upper West Side	40.80316	-73.96545	Entire home/apt	135	5	53	22-06-2019	0.43	1	6	2
6	5441	Central Manhattan/near Broadway	7989	Kate	Manhattan	Hell's Kitchen	40.76076	-73.98867	Private room	85	2	188	23-06-2019	1.50	1	39	2
7	5803	Lovely Room 1, Garden, Best Area, Legal rental	9744	Laurie	Brooklyn	South Slope	40.66829	-73.98779	Private room	89	4	167	24-06-2019	1.34	3	314	2
8	6021	Wonderful Guest Bedroom in Manhattan for SINGLES	11528	Claudio	Manhattan	Upper West Side	40.79826	-73.96113	Private room	85	2	113	05-07-2019	0.91	1	333	2
9	6090	West Village Nest - Superhost	11975	Alina	Manhattan	West Village	40.73530	-74.00525	Entire home/apt	120	90	27	31-10-2018	0.22	1	0	2

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Other Symbol

Uppercase Letter

Other Punctuation

Math Symbol

Decimal Number

Close Punctuation

Open Punctuation

Dash Punctuation

Modifier Letter

Modifier Symbol

Space Separator

Final Punctuation

Nonspacing Mark

Connector Punctuation

Initial Punctuation

Control

Currency Symbol

Other Number

Most occurring scripts

Most frequent character per script

Han

Common

Latin

Hangul

Cyrillic

Katakana

Hiragana

Hebrew

Inherited

Georgian

Devanagari

Most occurring blocks

Most frequent character per block

ASCII

Misc Symbols

Punctuation

Dingbats

VS

CJK

None

Cyrillic

Hiragana

Georgian

Hangul

Hebrew

Math Operators

Misc Technical

Geometric Shapes

Devanagari

Letterlike Symbols

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Math Symbol

Other Symbol

Final Punctuation

Format

Connector Punctuation

Currency Symbol

Most occurring scripts

Most frequent character per script

Latin

Han

Common